Essential Properties Stock Forecast - Naive Prediction

EPRT Stock  USD 34.10  0.21  0.61%   
The Naive Prediction forecasted value of Essential Properties Realty on the next trading day is expected to be 34.53 with a mean absolute deviation of 0.46 and the sum of the absolute errors of 28.74. Essential Stock Forecast is based on your current time horizon.
  
At this time, Essential Properties' Receivables Turnover is comparatively stable compared to the past year. Fixed Asset Turnover is likely to gain to 3.97 in 2024, whereas Inventory Turnover is likely to drop 0.58 in 2024. . Net Income Applicable To Common Shares is likely to gain to about 162 M in 2024, whereas Common Stock Shares Outstanding is likely to drop slightly above 96.8 M in 2024.
Forecasting cash, or other financial indicators, requires analysts to apply different statistical methods, techniques, and algorithms to find hidden patterns within the Essential Properties' financial statements to predict how it will affect future prices.
 
Cash  
First Reported
2016-12-31
Previous Quarter
24.5 M
Current Value
32.7 M
Quarterly Volatility
54.6 M
 
Covid
A naive forecasting model for Essential Properties is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of Essential Properties Realty value for a given trading day is simply the observed value for the previous period. Due to the simplistic nature of the naive forecasting model, it can only be used to forecast up to one period.

Essential Properties Naive Prediction Price Forecast For the 1st of December

Given 90 days horizon, the Naive Prediction forecasted value of Essential Properties Realty on the next trading day is expected to be 34.53 with a mean absolute deviation of 0.46, mean absolute percentage error of 0.33, and the sum of the absolute errors of 28.74.
Please note that although there have been many attempts to predict Essential Stock prices using its time series forecasting, we generally do not recommend using it to place bets in the real market. The most commonly used models for forecasting predictions are the autoregressive models, which specify that Essential Properties' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Essential Properties Stock Forecast Pattern

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Essential Properties Forecasted Value

In the context of forecasting Essential Properties' Stock value on the next trading day, we examine the predictive performance of the model to find good statistically significant boundaries of downside and upside scenarios. Essential Properties' downside and upside margins for the forecasting period are 33.44 and 35.63, respectively. We have considered Essential Properties' daily market price to evaluate the above model's predictive performance. Remember, however, there is no scientific proof or empirical evidence that traditional linear or nonlinear forecasting models outperform artificial intelligence and frequency domain models to provide accurate forecasts consistently.
Market Value
34.10
34.53
Expected Value
35.63
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Naive Prediction forecasting method's relative quality and the estimations of the prediction error of Essential Properties stock data series using in forecasting. Note that when a statistical model is used to represent Essential Properties stock, the representation will rarely be exact; so some information will be lost using the model to explain the process. AIC estimates the relative amount of information lost by a given model: the less information a model loses, the higher its quality.
AICAkaike Information Criteria118.8476
BiasArithmetic mean of the errors None
MADMean absolute deviation0.4636
MAPEMean absolute percentage error0.014
SAESum of the absolute errors28.7437
This model is not at all useful as a medium-long range forecasting tool of Essential Properties Realty. This model is simplistic and is included partly for completeness and partly because of its simplicity. It is unlikely that you'll want to use this model directly to predict Essential Properties. Instead, consider using either the moving average model or the more general weighted moving average model with a higher (i.e., greater than 1) number of periods, and possibly a different set of weights.

Predictive Modules for Essential Properties

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Essential Properties. Regardless of method or technology, however, to accurately forecast the stock market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the stock market accurately is still an essential part of the overall investment decision process. Using different forecasting techniques and comparing the results might improve your chances of accuracy even though unexpected events may often change the market sentiment and impact your forecasting results.
Hype
Prediction
LowEstimatedHigh
32.9134.0035.09
Details
Intrinsic
Valuation
LowRealHigh
29.2130.3037.51
Details
Bollinger
Band Projection (param)
LowMiddleHigh
32.8933.7134.54
Details
16 Analysts
Consensus
LowTargetHigh
24.6527.0930.07
Details

Other Forecasting Options for Essential Properties

For every potential investor in Essential, whether a beginner or expert, Essential Properties' price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Essential Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Essential. Basic forecasting techniques help filter out the noise by identifying Essential Properties' price trends.

Essential Properties Related Equities

One of the popular trading techniques among algorithmic traders is to use market-neutral strategies where every trade hedges away some risk. Because there are two separate transactions required, even if one position performs unexpectedly, the other equity can make up some of the losses. Below are some of the equities that can be combined with Essential Properties stock to make a market-neutral strategy. Peer analysis of Essential Properties could also be used in its relative valuation, which is a method of valuing Essential Properties by comparing valuation metrics with similar companies.
 Risk & Return  Correlation

Essential Properties Technical and Predictive Analytics

The stock market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of Essential Properties' price movements, a comprehensive understanding of forecasting methods that an investor can rely on to make the right move is invaluable. These methods predict trends that assist an investor in predicting the movement of Essential Properties' current price.

Essential Properties Market Strength Events

Market strength indicators help investors to evaluate how Essential Properties stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Essential Properties shares will generate the highest return on investment. By undertsting and applying Essential Properties stock market strength indicators, traders can identify Essential Properties Realty entry and exit signals to maximize returns.

Essential Properties Risk Indicators

The analysis of Essential Properties' basic risk indicators is one of the essential steps in accurately forecasting its future price. The process involves identifying the amount of risk involved in Essential Properties' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting essential stock prices, we also provide a set of basic risk indicators that can assist in the individual investment decision or help in hedging the risk of your existing portfolios.
Please note, the risk measures we provide can be used independently or collectively to perform a risk assessment. When comparing two potential investments, we recommend comparing similar equities with homogenous growth potential and valuation from related markets to determine which investment holds the most risk.

Thematic Opportunities

Explore Investment Opportunities

Build portfolios using Macroaxis predefined set of investing ideas. Many of Macroaxis investing ideas can easily outperform a given market. Ideas can also be optimized per your risk profile before portfolio origination is invoked. Macroaxis thematic optimization helps investors identify companies most likely to benefit from changes or shifts in various micro-economic or local macro-level trends. Originating optimal thematic portfolios involves aligning investors' personal views, ideas, and beliefs with their actual investments.
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Additional Tools for Essential Stock Analysis

When running Essential Properties' price analysis, check to measure Essential Properties' market volatility, profitability, liquidity, solvency, efficiency, growth potential, financial leverage, and other vital indicators. We have many different tools that can be utilized to determine how healthy Essential Properties is operating at the current time. Most of Essential Properties' value examination focuses on studying past and present price action to predict the probability of Essential Properties' future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Essential Properties' price. Additionally, you may evaluate how the addition of Essential Properties to your portfolios can decrease your overall portfolio volatility.